ctc 开源项目推荐（273 个）

nl8590687 /ASRT_SpeechRecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

senlinuc /caffe_ocr

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

TensorSpeech /TensorFlowASR

⚡ TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

k2-fsa /sherpa

采用下一代Kaldi的语音转文本服务器框架

athena-team /athena

an open-source implementation of sequence-to-sequence based speech processing engine

parlance /ctcdecode

PyTorch CTC Decoder bindings

githubharald /CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

srvk /eesen

The official repository of the Eesen project

hirofumi0810 /neural_sp

使用 PyTorch 的端到端 ASR/LM 实现

githubharald /CTCWordBeamSearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model.

weinman /cnn_lstm_ctc_ocr

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Z-yq /TensorflowASR

一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目，CPU上的实时率(RTF)小于0.1

zzzDavid /ICDAR-2019-SROIE

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

watsonyanghx /CNN_LSTM_CTC_Tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

Megvii-CSG /MegReader

A research project for text detection and recognition using PyTorch 1.2.

hirofumi0810 /tensorflow_end2end_speech_recognition

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

Belval /CRNN

A TensorFlow implementation of https://github.com/bgshih/crnn

robmsmt /KerasDeepSpeech

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

shenasa-ai /speech2text

A Deep-Learning-Based Persian Speech Recognition System

rakeshvar /rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.